tf.zeros

Creates a tensor with all elements set to zero.

tf.zeros(
    shape,
    dtype=tf.dtypes.float32,
    name=None,
    layout=None
)

Used in the notebooks

Used in the guide Used in the tutorials

See also tf.zeros_like, tf.ones, tf.fill, tf.eye.

This operation returns a tensor of type dtype with shape shape and all elements set to zero.

tf.zeros([3, 4], tf.int32)
<tf.Tensor: shape=(3, 4), dtype=int32, numpy=
array([[0, 0, 0, 0],
       [0, 0, 0, 0],
       [0, 0, 0, 0]], dtype=int32)>

shape A list of integers, a tuple of integers, or a 1-D Tensor of type int32.
dtype The DType of an element in the resulting Tensor.
name Optional string. A name for the operation.
layout Optional, tf.experimental.dtensor.Layout. If provided, the result is a DTensor with the provided layout.

A Tensor with all elements set to zero.